Develop, calibrate, validate, and maintain scalable computer vision ML algorithms to extract intelligence from image-based data.
Iterate and incorporate new ML algorithms to continuously improve product performance under a variety of conditions.
Identify optimal analytical methods and solutions for algorithm development.
Provide insight and recommendations for the architecture design based on information obtained from machine learning algorithms, advanced mathematical models, and business expertise.
Create data pipelines to add structure to the resultant data extracted from images, and work to integrate the data into other algorithms and visualization tools and platforms.
Provide technical expertise in building an analytics-driven product pipeline.
Assess needs and recommend experiments and projects, suggest new algorithmic development, and drive tactical decisions about approaches and data requirements.
Collaborate with end-user and product owners to understand computer vision needs.
Design and implement methodologies for testing and accuracy assessment.
Provide production support for computer vision components.
Further the goals and positive, professional image of the Division through effective dealings with customers, stakeholders and other MEPPI divisions.